DIRECTION DEPENDENCY OF OFFSHORE TURBULENCE INTENSITY IN THE GERMAN BIGHT

Size: px
Start display at page:

Download "DIRECTION DEPENDENCY OF OFFSHORE TURBULENCE INTENSITY IN THE GERMAN BIGHT"

Transcription

1 10 th Wind Energy Conference DEWEK 2010 DIRECTION DEPENDENCY OF OFFSHORE TURBULENCE INTENSITY IN THE GERMAN BIGHT Annette Westerhellweg, Beatriz Canadillas, Thomas Neumann DEWI GmbH, Wilhelmshaven, Germany, dewi.de Summary This contribution concentrates on the assessment of the direction dependency of turbulence intensity in the German Bight. Turbulence intensity (TI) has been assessed on a 10 minutes basis as ratio between standard deviation of wind speed and the wind speed. Data of the two research platforms in the German Bight FINO1 and FINO3 have been evaluated. At the location of FINO1 a variation of TI dependent on the wind direction was observed with higher turbulence intensity from north wind directions. The FINO3 data now after completion of the 1 st operational year does not show such a distinct direction dependency. The comparison of the turbulence intensity at FINO1 and FINO3 shows differences for eastern and southern wind directions but high agreement for the main wind directions. The wave height and the atmospheric stability are the main factors for the turbulence intensity at far offshore locations like FINO1 or FINO3. The direction dependency of turbulence intensity at FINO1 correlates with the direction dependency of wave heights. 1. Introduction At FINO1 the turbulence intensity varies with the direction with higher turbulence intensities from north wind directions (about 7%) and lowest turbulence intensities from east directions (less than 5%). This study assesses the reasons for this dependency and evaluates whether the turbulence distribution at FINO1 is valid all over the German Bight, i.e. whether FINO3 shows the same behavior. For comparison purposes also the turbulence intensity of the FINO2 platform located in the Baltic Sea has been investigated. In previous reports the dependency of turbulence on the fetch over open water has been studied. However, most of them have been carried out on near shore masts. In [1] the dependence of turbulence intensity on the fetch (free path length of wind over open sea) was analyzed for offshore sites near the Danish coast giving the result that in general in a range of 0 15km (and under stable conditions up to 40km) onshore conditions play a role. In this distance the higher turbulence from onshore is still visible and therefore the turbulence intensity decreases with the distance to the shore. In larger distances the opposite effect is visible. All FINO platforms have a distance to shore greater than 38 km. At FINO1 (located in 45km distance to the island Borkum) directions with the longest fetch (North and West) show higher turbulence intensity correlated to higher wave heights at these wind directions. Offshore like onshore the turbulence intensity is higher at low wind speeds and decreases with wind speed up to a minimum of approximately 11 m/s. But opposite to onshore from this minimum the turbulence intensity again increases towards higher wind speeds due to an enlarged surface roughness. For the offshore platforms FINO1 3 [3] wind measurements are available for a period of 1 7 years, which gives the chance to investigate the interrelationships of the turbulence intensity to the different factors like wind direction, wind speed, fetch, wave heights and atmospheric stability. In the assessment of turbulence intensities always data of whole climatic periods of full years should be evaluated to avoid misinterpretation due to seasonal effects. 2. Data Base The following 10 minutes data sets of the FINO research platforms have been evaluated. Figure 1: FINO1: 5 years, , 91.5m LAT, mast correction of wind speed, standard deviation of wind speed: in the direct mast shadow the sigma of the top anemometer at 103m LAT was applied. FINO3: 1 year, Nov2009 Oct2010, 90m LAT, combined from 3 anemometers at one height. FINO2 (for comparison): 3 years, Aug2007 Jul2010, 102m, top anemometer. Locations of the FINO research platforms

2 3. Dependency on Wind Direction FINO1 shows significant differences of the turbulence intensity for different wind directions whereas at the position of FINO3 a much more homogeneous picture is seen. Additionally the turbulence intensity distribution in the Baltic Sea measured at FINO2 is depicted. 4. Dependency on Wind Speed The turbulence intensity has a minimum at appr. 11m/s and increases for higher wind speeds at both locations. At FINO3 the increase is homogenous for all wind directions whereas at FINO1 large differences for different wind directions are visible. FINO1 FINO3 FINO2 Figure 2: direction at FINO platforms. Figure 3: speed for the different wind directions at FINO platforms. 2/5

3 5. Comparison for different wind speeds For moderate wind speeds (8 10m/s) the turbulence intensity is approximately the same for both FINO platforms for western directions but is lower at FINO1 for eastern wind directions (top figure). For high wind speeds (16 18m/s) the differences for eastern wind directions are even higher. For FINO3 one wind direction sector (30 ) is missing in the graph because of a lack of data (lower figure). 8 10m/s 7. Comparison for different wind directions For the main wind direction section at FINO1 ( ) the turbulence intensity shows high agreement at both FINO platforms (top figure). For south eastern wind directions there are distinct differences (lower figure) m/s Figure 4: direction at FINO1 and FINO3 for medium and high wind speeds. Figure 5: speed for the SW and NE wind directions at FINO1 and FINO3. 6. Dependency on wave height Under offshore conditions, there is an increase of turbulence intensity for high wind speeds due to an enlarged surface roughness. The turbulence intensity correlates with the wave height, as an example FINO3 turbulence data is plotted over the significant wave height for high wind speeds in Figure 6 Figure 6: Turbulence intensity versus significant wave height at FINO3 for high wind speeds. 3/5

4 At FINO1 the wave height data show a similar direction dependency like the turbulence intensity with highest wave heights at northern wind directions. This direction dependency is visible at moderate wind speeds (8 10m/s) and even stronger at high wind speeds (14 20m/s). In the eastern wind directions the wave heights remain low for high wind speeds (Figure 8). This seems to be a distinctive feature of FINO1. The assessment of the wave heights at FINO3 suffers from the lack of data, only 7 months have been evaluated ( ). However with the evaluated data base the wave heights are in the same range as at FINO1 for moderate wind speed, for high wind speeds the data base is too small for a final appraisal of results m/s m/s Figure 7: Fino1 for moderate wind speeds (above) and high wind speeds (below), all data. Figure 9: Fino3 for moderate wind speeds (above) and high wind speeds (below), all data. Figure 8: FINO1 for moderate wind speeds and high wind speeds, bin averages. Figure 10: FINO3 for moderate wind speeds and high wind speeds, bin averages. For high wind speeds the data base is too small for a final appraisal of results. 4/5

5 Figure 11: Turbulence intensity for wind speed bin [7.5;8.5m/s] versus the wind direction at FINO1 for the 2 nd and 4 th quarter measured over a period of 5 years. Figure 12: Turbulence intensity for wind speed bin [8;12m/s] versus the wind direction at FINO3 for the 2 nd and 4 th quarter measured over a period of 1 year. 8. Seasonal dependency The offshore turbulence intensity strongly depends on the atmospheric stability. In autumn the air is colder compared to the warm water leading to an instable surface layer with higher turbulence. Opposite to this in spring stable conditions are connected to lower turbulence intensities. Figure 11 and Figure 12 show the turbulence intensity for the 2 nd and the 4 th quarter compared to the whole data set. Because wind speed distribution differs between different seasons only the TI of a small wind speed bin is depicted. At both FINO platforms a distinct sensitivity of the TI on the season is visible. 9. Conclusions Turbulence data of two research platforms in the German Bight, FINO1 and FINO3 have been evaluated for dependencies on wind speed, wind direction, wave height and atmospheric stability based on a 5 years and a 1 year measurement, respectively. It is shown that FINO3 shows a different directional behavior compared to FINO1. Whereas FINO1 shows higher turbulence intensity at northern wind directions and lowest TI values when the wind comes from eastern directions, FINO3 shows a more homogeneous behavior for the directional dependency. While for eastern and southern wind directions this different behavior can be seen, for the main wind directions, South West to North West, the comparison shows a high agreement. The wave height and the atmospheric stability are the main factors for the turbulence intensity range at far offshore locations like FINO1 or FINO3. For eastern and southern wind directions the wave heights are particular low at FINO1 leading to a low TI. The direction dependency for the wave heights could also observed for FINO3, but on a much smaller level, which is in agreement with the more homogeneous TI for different directions. As the wave height data for FINO3 did not comprise a full year this should be assessed for FINO3 in more detail as soon as a full year wave height data will be available. The seasonal dependence for a specific wind speed range shows the influence of the atmospheric stability on the generation of TI. 10. Acknowledgements The data evaluated here is from the FINO Project [3]. The FINO project is funded by the Federal Ministry for the Environment, Nature Conservation and Nuclear Safety (BMU). 11. References [1] Barthelmie R. J.: Monitoring Offshore Wind and Turbulence Characteristics in Denmark, Proceedings of the BWEA Wind Energy Conference [2] M. Türk, S. Emeis: The dependence of offshore turbulence intensity on wind speed, Journal of Wind Engineering and Industrial Aerodynamics, 98 (2010) , [3] FINO: Forschungsplattformen in Nord und Ostsee, offshore.de. 5/5

2. Fachtagung Energiemeteorologie 2011, Bremerhaven SITE ASSESSMENT. WIND TURBINE ASSESSMENT. GRID INTEGRATION. DUE DILIGENCE. KNOWLEDGE.

2. Fachtagung Energiemeteorologie 2011, Bremerhaven SITE ASSESSMENT. WIND TURBINE ASSESSMENT. GRID INTEGRATION. DUE DILIGENCE. KNOWLEDGE. Turbulence intensity in the German Bight: Comparison of the turbulence conditions at FINO1 and FINO3 A. Westerhellweg, B. Canadillas, T. Neumann, DEWI GmbH SITE ASSESSMENT. WIND TURBINE ASSESSMENT. GRID

More information

FINO1 Mast Correction

FINO1 Mast Correction FINO1 Mast Correction A. Westerhellweg, T. Neunn; DEWI GmbH, Wilhelmshaven V. Riedel; DEWI North America Inc. A. Westerhellweg English Abstract Lateral speed-up effects, upwind flow retardation and downwind

More information

10 years of meteorological measurements at FINO1

10 years of meteorological measurements at FINO1 10 years of meteorological measurements at FINO1 Thomas Neumann, Friederike Kinder, Beatriz Canadillas SITE ASSESSMENT. WIND TURBINE ASSESSMENT. GRID INTEGRATION. DUE DILIGENCE. KNOWLEDGE. CONSULTANCY

More information

FIVE YEARS OF OPERATION OF THE FIRST OFFSHORE WIND RESEARCH PLATFORM IN THE GERMAN BIGHT FINO1

FIVE YEARS OF OPERATION OF THE FIRST OFFSHORE WIND RESEARCH PLATFORM IN THE GERMAN BIGHT FINO1 FIVE YEARS OF OPERATION OF THE FIRST OFFSHORE WIND RESEARCH PLATFORM IN THE GERMAN BIGHT FINO1 Andreas Beeken, DEWI GmbH, Ebertstraße 96, D-26382 Wilhelmshaven Thomas Neumann, DEWI GmbH, Ebertstraße 96,

More information

Results and conclusions of a floating Lidar offshore test

Results and conclusions of a floating Lidar offshore test Results and conclusions of a floating Lidar offshore test J. Gottschall, G. Wolken-Möhlmann, Th. Viergutz, B. Lange [Fraunhofer IWES Wind Lidar Buoy next to FINO1 met. mast] EERA DeepWind'2014 Conference,

More information

Report on the Research Project OWID Offshore Wind Design Parameter

Report on the Research Project OWID Offshore Wind Design Parameter Report on the Research Project OWID Offshore Wind Design Parameter T. Neumann a, S. Emeis b and C. Illig c a DEWI German Wind Energy Institute, Ebertstr. 96, Wilhelmshaven, Germany b Institute for Meteorology

More information

Tidal influence on offshore and coastal wind resource predictions at North Sea. Barbara Jimenez 1,2, Bernhard Lange 3, and Detlev Heinemann 1.

Tidal influence on offshore and coastal wind resource predictions at North Sea. Barbara Jimenez 1,2, Bernhard Lange 3, and Detlev Heinemann 1. Tidal influence on offshore and coastal wind resource predictions at North Sea Barbara Jimenez 1,2, Bernhard Lange 3, and Detlev Heinemann 1. 1 ForWind - Center for Wind Energy Research, University of

More information

Available online at ScienceDirect. Energy Procedia 53 (2014 )

Available online at   ScienceDirect. Energy Procedia 53 (2014 ) Available online at www.sciencedirect.com ScienceDirect Energy Procedia 53 (2014 ) 156 161 EERA DeepWind 2014, 11th Deep Sea Offshore Wind R&D Conference Results and conclusions of a floating-lidar offshore

More information

Analysis of the Turbulence Intensity at Skipheia Measurement Station

Analysis of the Turbulence Intensity at Skipheia Measurement Station Analysis of the Turbulence Intensity at Skipheia Measurement Station Ingunn Sletvold Øistad Master of Energy and Environmental Engineering Submission date: June 2015 Supervisor: Lars Sætran, EPT Co-supervisor:

More information

IMPROVEMENT OF THE WIND FARM MODEL FLAP FOR OFFSHORE APPLICATIONS

IMPROVEMENT OF THE WIND FARM MODEL FLAP FOR OFFSHORE APPLICATIONS IMPROVEMENT OF THE WIND FARM MODEL FLAP FOR OFFSHORE APPLICATIONS Bernhard Lange(1), Hans-Peter Waldl(1)(2), Rebecca Barthelmie(3), Algert Gil Guerrero(1)(4), Detlev Heinemann(1) (1) Dept. of Energy and

More information

Atmospheric Impacts on Power Curves of Multi- Megawatt Offshore Wind Turbines

Atmospheric Impacts on Power Curves of Multi- Megawatt Offshore Wind Turbines Journal of Physics: Conference Series OPEN ACCESS Atmospheric Impacts on Power Curves of Multi- Megawatt Offshore Wind Turbines To cite this article: M Dörenkämper et al 2014 J. Phys.: Conf. Ser. 555 012029

More information

FLUXES ESTIMATION AND THE DERIVATION OF THE ATMOSPHERIC STABILITY AT THE OFFSHORE MAST FINO1.

FLUXES ESTIMATION AND THE DERIVATION OF THE ATMOSPHERIC STABILITY AT THE OFFSHORE MAST FINO1. 29 November 1 December 211, Amsterdam, The Netherlands FLUXES ESTIMATION AND THE DERIVATION OF THE ATMOSPHERIC STABILITY AT THE OFFSHORE MAST FINO1. Beatriz Cañadillas 1, Domingo Muñoz-Esparza 2, Thomas

More information

3D Turbulence at the Offshore Wind Farm Egmond aan Zee J.W. Wagenaar P.J. Eecen

3D Turbulence at the Offshore Wind Farm Egmond aan Zee J.W. Wagenaar P.J. Eecen 3D Turbulence at the Offshore Wind Farm Egmond aan Zee J.W. Wagenaar P.J. Eecen OWEZ_R_121_3Dturbulence_20101008 ECN-E--10-075 OCTOBER 2010 Abstract NoordzeeWind carries out an extensive measurement and

More information

Stefan Emeis

Stefan Emeis The Physics of Wind Park Optimization Stefan Emeis stefan.emeis@kit.edu INSTITUTE OF METEOROLOGY AND CLIMATE RESEARCH, Photo: Vattenfall/C. Steiness KIT University of the State of Baden-Wuerttemberg and

More information

A Study of the Normal Turbulence Model in IEC

A Study of the Normal Turbulence Model in IEC WIND ENGINEERING VOLUME 36, NO. 6, 212 PP 759-766 759 A Study of the Normal Turbulence Model in 614-1 Takeshi Ishihara *,1, Atsushi Yamaguchi *,2 and Muhammad Waheed Sarwar *,3 *1 Professor, Department

More information

E. Agu, M. Kasperski Ruhr-University Bochum Department of Civil and Environmental Engineering Sciences

E. Agu, M. Kasperski Ruhr-University Bochum Department of Civil and Environmental Engineering Sciences EACWE 5 Florence, Italy 19 th 23 rd July 29 Flying Sphere image Museo Ideale L. Da Vinci Chasing gust fronts - wind measurements at the airport Munich, Germany E. Agu, M. Kasperski Ruhr-University Bochum

More information

Assessing the quality of Synthetic Aperture Radar (SAR) wind retrieval in coastal zones using multiple Lidars

Assessing the quality of Synthetic Aperture Radar (SAR) wind retrieval in coastal zones using multiple Lidars Assessing the quality of Synthetic Aperture Radar (SAR) wind retrieval in coastal zones using multiple Lidars Tobias Ahsbahs Merete Badger, Ioanna Karagali, Xiaoli Larsen What is the coastal zone? Coastal

More information

Wind Data Verification Report Arriga 50m

Wind Data Verification Report Arriga 50m Page 1 of 11 Site Name Site Details 9531 - Arriga 5m Arriga 5m Date/Time of report generation 27/11/212 4:22 PM Site Number 9531 Mast Height 5m Mast Location 32568 E 811256 N Coordinate System UTM 55K

More information

On- and Offshore Assessment of the ZephIR Wind-LiDAR

On- and Offshore Assessment of the ZephIR Wind-LiDAR On- and Offshore Assessment of the ZephIR Wind-LiDAR Detlef Kindler Kaiser-Wilhelm-Koog GmbH Andy Oldroyd Oldbaum Services Ltd. IEA R&D Task 11, Wind Energy 51 st Topical Expert Meeting on Remote Sensing

More information

Comparison of flow models

Comparison of flow models Comparison of flow models Rémi Gandoin (remga@dongenergy.dk) March 21st, 2011 Agenda 1. Presentation of DONG Energy 2. Today's presentation 1. Introduction 2. Purpose 3. Methods 4. Results 3. Discussion

More information

Modelling of Wind Turbine Loads nearby a Wind Farm

Modelling of Wind Turbine Loads nearby a Wind Farm Journal of Physics: Conference Series PAPER OPEN ACCESS Modelling of Wind Turbine Loads nearby a Wind Farm To cite this article: B Roscher et al 2017 J. Phys.: Conf. Ser. 854 012038 View the article online

More information

Validation of Measurements from a ZephIR Lidar

Validation of Measurements from a ZephIR Lidar Validation of Measurements from a ZephIR Lidar Peter Argyle, Simon Watson CREST, Loughborough University, Loughborough, United Kingdom p.argyle@lboro.ac.uk INTRODUCTION Wind farm construction projects

More information

Why does T7 underperform? Individual turbine performance relative to preconstruction estimates.

Why does T7 underperform? Individual turbine performance relative to preconstruction estimates. Why does T7 underperform? Individual turbine performance relative to preconstruction estimates. P. Stuart, N. Atkinson, A. Clerc, A. Ely, M. Smith, J. Cronin, M. Zhu & T Young. EWEA Technology Workshop

More information

Offshore Micrositing - Meeting The Challenge

Offshore Micrositing - Meeting The Challenge Offshore Micrositing - Meeting The Challenge V. Barth; DEWI GmbH, Oldenburg English Introduction Offshore wind is increasingly gaining importance in the wind energy sector. While countries like the UK

More information

Wind Resource Assessment for NOME (ANVIL MOUNTAIN), ALASKA Date last modified: 5/22/06 Compiled by: Cliff Dolchok

Wind Resource Assessment for NOME (ANVIL MOUNTAIN), ALASKA Date last modified: 5/22/06 Compiled by: Cliff Dolchok 813 W. Northern Lights Blvd. Anchorage, AK 99503 Phone: 907-269-3000 Fax: 907-269-3044 www.akenergyauthority.org SITE SUMMARY Wind Resource Assessment for NOME (ANVIL MOUNTAIN), ALASKA Date last modified:

More information

Wake effects at Horns Rev and their influence on energy production. Kraftværksvej 53 Frederiksborgvej 399. Ph.: Ph.

Wake effects at Horns Rev and their influence on energy production. Kraftværksvej 53 Frederiksborgvej 399. Ph.: Ph. Wake effects at Horns Rev and their influence on energy production Martin Méchali (1)(*), Rebecca Barthelmie (2), Sten Frandsen (2), Leo Jensen (1), Pierre-Elouan Réthoré (2) (1) Elsam Engineering (EE)

More information

Meteorological Measurements OWEZ

Meteorological Measurements OWEZ Meteorological Measurements OWEZ Half year report 01-01-2008-30-06-2008 H. Korterink P.J. Eecen ECN-E--08-062 OWEZ_R_121_20080101-20080630_wind_resource_2008_1 Abstract NoordzeeWind carries out an extensive

More information

WIND ENERGY REPORT GERMANY 2013

WIND ENERGY REPORT GERMANY 2013 FRAUNHOFER INSTITUTE FOR WIND ENERGY AND SYSTEM TECHNOLOGY IWES WIND ENERGY REPORT GERMANY 2013 FRAUNHOFER VERLAG Publisher: Dr. Kurt Rohrig Fraunhofer Institute for Wind Energy and Energy System Technology

More information

Executive Summary of Accuracy for WINDCUBE 200S

Executive Summary of Accuracy for WINDCUBE 200S Executive Summary of Accuracy for WINDCUBE 200S The potential of offshore wind energy has gained significant interest due to consistent and strong winds, resulting in very high capacity factors compared

More information

Observed Roughness Lengths for Momentum and Temperature on a Melting Glacier Surface

Observed Roughness Lengths for Momentum and Temperature on a Melting Glacier Surface 5 Observed Roughness Lengths for Momentum and Temperature on a Melting Glacier Surface The roughness lengths for momentum and temperature are calculated on a melting glacier surface. Data from a five level

More information

Validation of long-range scanning lidars deployed around the Høvsøre Test Station

Validation of long-range scanning lidars deployed around the Høvsøre Test Station Downloaded from orbit.dtu.dk on: Dec 18, 2017 Validation of long-range scanning lidars deployed around the Høvsøre Test Station Lea, Guillaume; Courtney, Michael Publication date: 2016 Link back to DTU

More information

Validation Study of the Lufft Ventus Wind Sensor

Validation Study of the Lufft Ventus Wind Sensor Weather Forecasts Renewable Energies Air and Climate Environmental Information Technology METEOTEST Cooperative Fabrikstrasse 14, CH-3012 Bern Tel. +41 (0)31 307 26 26 Fax +41 (0)31 307 26 10 office@meteotest.ch,

More information

Real Life Turbulence and Model Simplifications. Jørgen Højstrup Wind Solutions/Højstrup Wind Energy VindKraftNet 28 May 2015

Real Life Turbulence and Model Simplifications. Jørgen Højstrup Wind Solutions/Højstrup Wind Energy VindKraftNet 28 May 2015 Real Life Turbulence and Model Simplifications Jørgen Højstrup Wind Solutions/Højstrup Wind Energy VindKraftNet 28 May 2015 Contents What is turbulence? Description of turbulence Modelling spectra. Wake

More information

VALIDATION OF WIND SPEED DISTURBANCES TO CUPS AT THE METEORLOCICAL MAST ON THE OFFSHORE PLATFORM FINO1 USING WIND-LIDAR MEASUREMENTS.

VALIDATION OF WIND SPEED DISTURBANCES TO CUPS AT THE METEORLOCICAL MAST ON THE OFFSHORE PLATFORM FINO1 USING WIND-LIDAR MEASUREMENTS. VALIDATION OF WIND SPEED DISTURBANCES TO CUPS AT THE METEORLOCICAL MAST ON THE OFFSHORE PLATFORM FINO1 USING WIND-LIDAR MEASUREMENTS Authors: Detlef Kindler K.-W.-Koog GmbH Andy Oldroyd Oldbaum Services

More information

7 YEARS METEOMAST AMRUMBANK WEST

7 YEARS METEOMAST AMRUMBANK WEST 7 YEARS METEOMAST AMRUMBANK WEST Joerg Bendfeld(1), Jens Krieger(2) (1) University of Paderborn, Kompetenzzentrum für nachhaltige Energietechnik KET, Pohlweg 55, 33098 Paderborn, Germany, (2) airwerk GmbH,

More information

Meteorological Measurements OWEZ

Meteorological Measurements OWEZ Meteorological Measurements OWEZ Half year report - 01-07-2008-31-12-2008 H. Korterink P.J. Eecen J.W. Wagenaar ECN-E--09-018 OWEZ_R_121_20080701-20081231_WIND_RESOURCE_2008_2 Abstract NoordzeeWind carries

More information

Study on wind turbine arrangement for offshore wind farms

Study on wind turbine arrangement for offshore wind farms Downloaded from orbit.dtu.dk on: Jul 01, 2018 Study on wind turbine arrangement for offshore wind farms Shen, Wen Zhong; Mikkelsen, Robert Flemming Published in: ICOWEOE-2011 Publication date: 2011 Document

More information

Coherence of turbulent wind at FINO1

Coherence of turbulent wind at FINO1 Coherence of turbulent wind at FINO1 Charlotte Obhrai, University of Stavanger, charlotte.obhrai@uis.no University of Stavanger uis.no 4/5/2016 1 Overview Motivation Data selection Results Conclusion 2

More information

Monitoring Cruise Report

Monitoring Cruise Report r/v Gunnar Thorson Monitoring Cruise Report Cruise no.: 214 Time: 1-19 February 23 Area: The Sound, the Kattegat, the Skagerrak, the North Sea, the Belt Sea and the Arkona Sea Ministry of the Environment

More information

Conditions for Offshore Wind Energy Use

Conditions for Offshore Wind Energy Use Carl von Ossietzky Universität Oldenburg Institute of Physics Energy Meteorology Group Detlev Heinemann Conditions for Offshore Wind Energy Use Detlev Heinemann ForWind Carl von Ossietzky Universität Oldenburg

More information

Statistical Analysis of PGA Tour Skill Rankings USGA Research and Test Center June 1, 2007

Statistical Analysis of PGA Tour Skill Rankings USGA Research and Test Center June 1, 2007 Statistical Analysis of PGA Tour Skill Rankings 198-26 USGA Research and Test Center June 1, 27 1. Introduction The PGA Tour has recorded and published Tour Player performance statistics since 198. All

More information

Draft Kivalina Wind Resource Report

Draft Kivalina Wind Resource Report Draft Kivalina Wind Resource Report Kivalina aerial photo by Doug Vaught, July 2011 May 31, 2012 Douglas Vaught, P.E. dvaught@v3energy.com V3 Energy, LLC Eagle River, Alaska Draft Kivalina Wind Resource

More information

The effects of atmospheric stability on coastal wind climates

The effects of atmospheric stability on coastal wind climates Meteorol. Appl. 6, 39 47 (1999) The effects of atmospheric stability on coastal wind climates R J Barthelmie, Department of Wind Energy and Atmospheric Physics, Risø National Laboratory, 4000 Roskilde,

More information

Importance of thermal effects and sea surface roughness for offshore wind resource assessment

Importance of thermal effects and sea surface roughness for offshore wind resource assessment Downloaded from orbit.dtu.dk on: Sep 09, 2018 Importance of thermal effects and sea surface roughness for offshore wind resource assessment Lange, B.; Larsen, Søren Ejling; Højstrup, Jørgen; Barthelmie,

More information

Wave climate in the Baltic Sea 2014

Wave climate in the Baltic Sea 2014 Wave climate in the Baltic Sea 2014 Authors: Heidi Pettersson, Marine Research, Finnish Meteorological Institute Helma Lindow, Swedish Meteorological and Hydrological Institute Thorger Brüning, Bundesamt

More information

The NORCOWE legacy - data and instrumentation

The NORCOWE legacy - data and instrumentation U N I V E R S I T Y O F B E R G E N Geophysical Institute The NORCOWE legacy - data and instrumentation J. Reuder 1, M. Flügge 1,2, M. Bakhoday Pakyabi 1,3, B. Svardal 2 1 Geophysical Institute, University

More information

Development of Sea Surface Temperature (SST) in the Baltic Sea 2012

Development of Sea Surface Temperature (SST) in the Baltic Sea 2012 Development of Sea Surface Temperature (SST) in the Baltic Sea 2012 Authors: Herbert Siegel and Monika Gerth, Leibniz Institute for Baltic Sea Research Warnemünde (IOW) Key message The year 2012 was characterized

More information

Analysis and Verification of Wind Data from Ground-based LiDAR

Analysis and Verification of Wind Data from Ground-based LiDAR Analysis and Verification of Wind Data from Ground-based LiDAR Dongbum Kang*, Jiyeong Hyeon*, Kyoungboo Yang*, Jongchul Huh**, Kyungnam Ko* * Faculty of Wind Energy Engineering, Graduate School, Jeju National

More information

Dynamic Network Behavior of Offshore Wind Parks

Dynamic Network Behavior of Offshore Wind Parks Dynamic Network Behavior of Offshore Wind Parks Thomas Ahndorf, M.Eng. Prof. Dr.-Ing. Rolf Witzmann TU- München Associated Institute of Power Transmission Systems 80333 Munich, Germany E-Mail: thomas.ahndorf@mytum.de

More information

Wave climate in the Baltic Sea 2010

Wave climate in the Baltic Sea 2010 Wave climate in the Baltic Sea 2010 Authors: Heidi Pettersson, Marine Research, Finnish Meteorological Institute Helma Lindow, Swedish Meteorological and Hydrological Institute Dieter Schrader, Bundesamt

More information

Torrild - WindSIM Case study

Torrild - WindSIM Case study Torrild - WindSIM Case study Note: This study differs from the other case studies in format, while here another model; WindSIM is tested as alternative to the WAsP model. Therefore this case should be

More information

Increased Project Bankability : Thailand's First Ground-Based LiDAR Wind Measurement Campaign

Increased Project Bankability : Thailand's First Ground-Based LiDAR Wind Measurement Campaign Increased Project Bankability : Thailand's First Ground-Based LiDAR Wind Measurement Campaign Authors: Velmurugan. k, Durga Bhavani, Ram kumar. B, Karim Fahssis As wind turbines size continue to grow with

More information

The Seventh International Colloquium on Bluff Body Aerodynamics and Applications (BBAA7) Shanghai, China; September 2-6, 2012 Wind tunnel measurements

The Seventh International Colloquium on Bluff Body Aerodynamics and Applications (BBAA7) Shanghai, China; September 2-6, 2012 Wind tunnel measurements The Seventh International Colloquium on Bluff Body Aerodynamics and Applications (BBAA7) Shanghai, China; September 2-6, 2012 Wind tunnel measurements of aeroelastic guyed mast models a, Tomasz Lipecki

More information

ESTIMATING WIND ENERGY POTENTIAL OFFSHORE IN MEDITERRANEAN AREAS.

ESTIMATING WIND ENERGY POTENTIAL OFFSHORE IN MEDITERRANEAN AREAS. ESTIMATING WIND ENERGY POTENTIAL OFFSHORE IN MEDITERRANEAN AREAS. Alfredo.Lavagnini 1, Anna M. Sempreviva 1,2, and Rebecca J. Barthelmie 2 1 Istituto di Scienze dell Atmosfera e del Clima, sezione di Roma

More information

First studies with the high-resolution coupled wave current model CWAM and other aspects of the project Sea State Monitor

First studies with the high-resolution coupled wave current model CWAM and other aspects of the project Sea State Monitor First studies with the high-resolution coupled wave current model CWAM and other aspects of the project Sea State Monitor Jens Kieser, Thomas Bruns German Meteorological Service (Deutscher Wetterdienst,

More information

Atqasuk Wind Resource Report

Atqasuk Wind Resource Report Atqasuk Wind Resource Report Report by: Douglas Vaught, P.E., V3 Energy LLC, Eagle River, Alaska Date of Report: August 26, 2010 Atqasuk met tower; D. Vaught photo Contents Summary... 2 Test Site Location...

More information

WaMoS II Wave Monitoring System

WaMoS II Wave Monitoring System WaMoS II Wave Monitoring System - An application of WaMoS II at Duck - Katrin Hessner, K. Reichert, J. Dannenberg OceanWaveS GmbH, Germany Kent Hathaway, Don Resio Engineering Research Development Center

More information

National Renewable Energy Laboratory. Wind Resource Data Summary Guam Naval Ordnance Annex Data Summary and Retrieval for November 2009

National Renewable Energy Laboratory. Wind Resource Data Summary Guam Naval Ordnance Annex Data Summary and Retrieval for November 2009 National Renewable Energy Laboratory Wind Resource Data Summary Guam Naval Ordnance Annex Data Summary and Retrieval for November 2009 Prepared for: National Renewable Energy Laboratory 1617 Cole Boulevard

More information

The Wind Observation on the Pacific Ocean for Offshore Wind Farm

The Wind Observation on the Pacific Ocean for Offshore Wind Farm The ind Observation on the Pacific Ocean for ind Farm Manabu TUCHIYA *, Takeshi IHIHARA **, Yukinari FUKUMOTO *** * nvironmental ngineering Division, Kajima Corporation 3-7-1-29F, ishi-shinjuku hinjuku

More information

Chapter 10, Part 1. Scales of Motion. Examples of Wind at Different Scales. Small Scale Winds

Chapter 10, Part 1. Scales of Motion. Examples of Wind at Different Scales. Small Scale Winds Chapter 10, Part 1 Small Scale Winds Scales of Motion Wirls or eddies exist at all length scales in the atmosphere. Microscale (2m) Mesoscale (20km) Synoptic scale (2000km) Examples of Wind at Different

More information

SUMMARY OF THE EXPERIMENTAL STUDIES OF COLD HELIUM PROPAGATION ALONG A SCALE MODEL OF THE LHC TUNNEL

SUMMARY OF THE EXPERIMENTAL STUDIES OF COLD HELIUM PROPAGATION ALONG A SCALE MODEL OF THE LHC TUNNEL EUROPEAN ORGANIZATION FOR NUCLEAR RESEARCH European Laboratory for Particle Physics Large Hadron Collider Project LHC Project Report 684 SUMMARY OF THE EXPERIMENTAL STUDIES OF COLD HELIUM PROPAGATION ALONG

More information

Effect of airflow direction on human perception of draught

Effect of airflow direction on human perception of draught Effect of airflow direction on human perception of draught J. Toftum, G. Zhou, A. Melikov Laboratory of Indoor Environment and Energy Department of Energy Engineering Technical University of Denmark Abstract

More information

Kodiak, Alaska Site 1 Wind Resource Report for Kodiak Electric Association

Kodiak, Alaska Site 1 Wind Resource Report for Kodiak Electric Association Kodiak, Alaska Site 1 Wind Resource Report for Kodiak Electric Association Report written by: Douglas Vaught, V3 Energy LLC, Eagle River, AK Date of report: August 23, 2006 Photo Doug Vaught General Site

More information

ValidatingWindProfileEquationsduringTropicalStormDebbyin2012

ValidatingWindProfileEquationsduringTropicalStormDebbyin2012 Global Journal of Researches in Engineering: e Civil And Structural Engineering Volume 4 Issue Version. Year 24 Type: Double Blind Peer Reviewed International Research Journal Publisher: Global Journals

More information

What s UP in the. Pacific Ocean? Learning Objectives

What s UP in the. Pacific Ocean? Learning Objectives What s UP in the Learning Objectives Pacific Ocean? In this module, you will follow a bluefin tuna on a spectacular migratory journey up and down the West Coast of North America and back and forth across

More information

SEA-LEVEL AND SEA-STATE MEASUREMENTS WITH RADAR LEVEL SENSORS. Dr. Ulrich Barjenbruch 1 and Jens Wilhelmi 2

SEA-LEVEL AND SEA-STATE MEASUREMENTS WITH RADAR LEVEL SENSORS. Dr. Ulrich Barjenbruch 1 and Jens Wilhelmi 2 SEA-LEVEL AND SEA-STATE MEASUREMENTS WITH RADAR LEVEL SENSORS Dr. Ulrich Barjenbruch 1 and Jens Wilhelmi 2 The German Federal Institute of Hydrology (BfG) developed a cost-efficient method to monitor the

More information

3D Nacelle Mounted Lidar in Complex Terrain

3D Nacelle Mounted Lidar in Complex Terrain ENERGY 3D Nacelle Mounted Lidar in Complex Terrain PCWG Hamburg, Germany Paul Lawson 25.03.2015 1 DNV GL 125.03.2015 SAFER, SMARTER, GREENER Agenda Introduction and Project Background Lidar Specifications

More information

Modelling atmospheric stability with CFD: The importance of tall profiles

Modelling atmospheric stability with CFD: The importance of tall profiles ENERGY Modelling atmospheric stability with CFD: The importance of tall profiles VindKraftNet Seminar on Profiles Jean-François Corbett, Global Head of CFD Service 1 SAFER, SMARTER, GREENER DNV GL CFD

More information

The OWEZ Meteorological Mast

The OWEZ Meteorological Mast The OWEZ Meteorological Mast Analysis of mast-top displacements P.J. Eecen E. Branlard ECN-E--08-067 OWEZ_R_121_mast_top_movement Acknowledgement/Preface The Off Shore wind Farm Egmond aan Zee has a subsidy

More information

New IEC and Site Conditions in Reality

New IEC and Site Conditions in Reality New IEC 61400-1 and Site Conditions in Reality Udo Follrichs Windtest Kaiser-Wilhelm-Koog GmbH Sommerdeich 14b, D-25709 Kaiser-Wilhelm-Koog Tel.: +49-4856-901-0, Fax: +49-4856-901-49 Axel Andreä, Kimon

More information

Atmospheric Rossby Waves in Fall 2011: Analysis of Zonal Wind Speed and 500hPa Heights in the Northern and Southern Hemispheres

Atmospheric Rossby Waves in Fall 2011: Analysis of Zonal Wind Speed and 500hPa Heights in the Northern and Southern Hemispheres Atmospheric Rossby Waves in Fall 211: Analysis of Zonal Wind Speed and 5hPa Heights in the Northern and Southern s Samuel Cook, Craig Eckstein, and Samantha Santeiu Department of Atmospheric and Geological

More information

NUMERICAL INVESTIGATION OF THE FLOW BEHAVIOUR IN A MODERN TRAFFIC TUNNEL IN CASE OF FIRE INCIDENT

NUMERICAL INVESTIGATION OF THE FLOW BEHAVIOUR IN A MODERN TRAFFIC TUNNEL IN CASE OF FIRE INCIDENT - 277 - NUMERICAL INVESTIGATION OF THE FLOW BEHAVIOUR IN A MODERN TRAFFIC TUNNEL IN CASE OF FIRE INCIDENT Iseler J., Heiser W. EAS GmbH, Karlsruhe, Germany ABSTRACT A numerical study of the flow behaviour

More information

COASTAL PROTECTION AGAINST WIND-WAVE INDUCED EROSION USING SOFT AND POROUS STRUCTURES: A CASE STUDY AT LAKE BIEL, SWITZERLAND

COASTAL PROTECTION AGAINST WIND-WAVE INDUCED EROSION USING SOFT AND POROUS STRUCTURES: A CASE STUDY AT LAKE BIEL, SWITZERLAND COASTAL PROTECTION AGAINST WIND-WAVE INDUCED EROSION USING SOFT AND POROUS STRUCTURES: A CASE STUDY AT LAKE BIEL, SWITZERLAND Selim M. Sayah 1 and Stephan Mai 2 1. Swiss Federal Institute of Technology

More information

WAKE MODELING OF AN OFFSHORE WINDFARM USING OPENFOAM

WAKE MODELING OF AN OFFSHORE WINDFARM USING OPENFOAM WAKE MODELING OF AN OFFSHORE WINDFARM USING OPENFOAM Alireza Javaheri, Beatriz Canadillas UL International GmbH (DEWI), Ebertstr. 96, 26382 Wilhelmshaven, Germany Summery The premier task of this work

More information

Valerijs Bezrukovs, Vladislavs Bezrukovs Ventspils University College Latvia. WREF2012 Denver, CO May 13-17, 2012

Valerijs Bezrukovs, Vladislavs Bezrukovs Ventspils University College Latvia. WREF2012 Denver, CO May 13-17, 2012 Valerijs Bezrukovs, Vladislavs Bezrukovs Ventspils University College Latvia WREF2012 Denver, CO May 13-17, 2012 Baltic countries 2 Currently rise of WPP development in Baltic countries. Attractive for

More information

Wake measurements from the Horns Rev wind farm

Wake measurements from the Horns Rev wind farm Wake measurements from the Horns Rev wind farm Leo E. Jensen, Elsam Engineering A/S Kraftvaerksvej 53, 7000 Fredericia Phone: +45 7923 3161, fax: +45 7556 4477 Email: leje@elsam.com Christian Mørch, Elsam

More information

TEMPERATURE BEHAVIOR during WINTER in ANTARCTICA

TEMPERATURE BEHAVIOR during WINTER in ANTARCTICA TEMPERATURE BEHAVIOR during WINTER in ANTARCTICA The temperature behaviour during winter in Antarctica was investigated. Special attention was devoted to anomalous strong warmings, ranging between 20 and

More information

Wind Resource Assessment for FALSE PASS, ALASKA Site # 2399 Date last modified: 7/20/2005 Prepared by: Mia Devine

Wind Resource Assessment for FALSE PASS, ALASKA Site # 2399 Date last modified: 7/20/2005 Prepared by: Mia Devine 813 W. Northern Lights Blvd. Anchorage, AK 99503 Phone: 907-269-3000 Fax: 907-269-3044 www.aidea.org/wind.htm Wind Resource Assessment for FALSE PASS, ALASKA Site # 2399 Date last modified: 7/20/2005 Prepared

More information

Buckland Wind Resource Report

Buckland Wind Resource Report Buckland Wind Resource Report By: Douglas Vaught, P.E., V3 Energy LLC, Eagle River, Alaska Date: September 17, 2010 Buckland met tower; D. Vaught photo Contents Summary... 2 Test Site Location... 2 Photographs...

More information

NORCOWE met-ocean measurement campaigns

NORCOWE met-ocean measurement campaigns NORCOWE met-ocean measurement campaigns Kumer V.-M., Reuder J., Furevik B.,, Båserud L., Svardal B., Sæter C., Flügge M., Bakhoday Paskyabi M., Eecen P. University of Bergen, Norway, CMR, Norway, Meteorological

More information

An analysis of offshore wind farm SCADA measurements to identify key parameters influencing the magnitude of wake effects

An analysis of offshore wind farm SCADA measurements to identify key parameters influencing the magnitude of wake effects Journal of Physics: Conference Series PAPER OPEN ACCESS An analysis of offshore wind farm SCADA measurements to identify key parameters influencing the magnitude of wake effects To cite this article: N

More information

Yawing and performance of an offshore wind farm

Yawing and performance of an offshore wind farm Downloaded from orbit.dtu.dk on: Dec 18, 217 Yawing and performance of an offshore wind farm Friis Pedersen, Troels; Gottschall, Julia; Kristoffersen, Jesper Runge; Dahlberg, Jan-Åke Published in: Proceedings

More information

Department of Meteorology. An Analysis of Sea Breezes on the South Coast of England and Evidence of Pre- and Post-Frontal Waves at the Surface.

Department of Meteorology. An Analysis of Sea Breezes on the South Coast of England and Evidence of Pre- and Post-Frontal Waves at the Surface. Department of Meteorology An Analysis of Sea Breezes on the South Coast of England and Evidence of Pre- and Post-Frontal Waves at the Surface. GILLEAN J KEITH A dissertation submitted in partial fulfilment

More information

Yawing and performance of an offshore wind farm

Yawing and performance of an offshore wind farm Yawing and performance of an offshore wind farm Troels Friis Pedersen, Julia Gottschall, Risø DTU Jesper Runge Kristoffersen, Jan-Åke Dahlberg, Vattenfall Contact: trpe@risoe.dtu.dk, +4 2133 42 Abstract

More information

Monitoring Cruise Report

Monitoring Cruise Report r/v Gunnar Thorson Monitoring Cruise Report Cruise no.: 228 Time: 7-18 February 25 Area: The Sound, the Kattegat, the Skagerrak, the North Sea, the Belt Sea and the Arkona Sea Ministry of the Environment

More information

STUDY OF LOCAL WINDS IN MOUNTAINOUS COASTAL AREAS BY MULTI- SENSOR SATELLITE DATA

STUDY OF LOCAL WINDS IN MOUNTAINOUS COASTAL AREAS BY MULTI- SENSOR SATELLITE DATA STUDY OF LOCAL WINDS IN MOUNTAINOUS COASTAL AREAS BY MULTI- SENSOR SATELLITE DATA Werner Alpers Institute of Oceanography, University of Hamburg, Bundesstrasse 53, D-20146 Hamburg, Germany E-mail: alpers@ifm.uni-hamburg.de

More information

Row / Distance from centerline, m. Fan side Distance behind spreader, m 0.5. Reference point. Center line

Row / Distance from centerline, m. Fan side Distance behind spreader, m 0.5. Reference point. Center line 1 Standardisation of test method for salt spreader: Air flow experiments Report 7: Effect of crosswind on salt distribution by Jan S. Strøm, Consultant Aarhus University, Engineering Centre Bygholm, Test

More information

Appendix E Mangaone Stream at Ratanui Hydrological Gauging Station Influence of IPO on Stream Flow

Appendix E Mangaone Stream at Ratanui Hydrological Gauging Station Influence of IPO on Stream Flow NZ Transport Agency Peka Peka to North Ōtaki Expressway Hydraulic Investigations for Expressway Crossing of Mangaone Stream and Floodplain Appendix E Mangaone Stream at Ratanui Hydrological Gauging Station

More information

LONG TERM SITE WIND DATA ANNUAL REPORT. Mass Turnpike Authority Blandford, MA

LONG TERM SITE WIND DATA ANNUAL REPORT. Mass Turnpike Authority Blandford, MA LONG TERM SITE WIND DATA ANNUAL REPORT Mass Turnpike Authority Blandford, MA July 1, 2012 June 30, 2013 Prepared for Massachusetts Clean Energy Center 55 Summer Street, 9th Floor Boston, MA 02110 by Dylan

More information

COMPARISON OF CONTEMPORANEOUS WAVE MEASUREMENTS WITH A SAAB WAVERADAR REX AND A DATAWELL DIRECTIONAL WAVERIDER BUOY

COMPARISON OF CONTEMPORANEOUS WAVE MEASUREMENTS WITH A SAAB WAVERADAR REX AND A DATAWELL DIRECTIONAL WAVERIDER BUOY COMPARISON OF CONTEMPORANEOUS WAVE MEASUREMENTS WITH A SAAB WAVERADAR REX AND A DATAWELL DIRECTIONAL WAVERIDER BUOY Scott Noreika, Mark Beardsley, Lulu Lodder, Sarah Brown and David Duncalf rpsmetocean.com

More information

Correlation analysis between UK onshore and offshore wind speeds

Correlation analysis between UK onshore and offshore wind speeds Loughborough University Institutional Repository Correlation analysis between UK onshore and offshore wind speeds This item was submitted to Loughborough University's Institutional Repository by the/an

More information

Full Classification acc. to IEC for SoDAR AQ510 Wind Finder. Vincent Camier, Managing Director, Ammonit Measurement GmbH

Full Classification acc. to IEC for SoDAR AQ510 Wind Finder. Vincent Camier, Managing Director, Ammonit Measurement GmbH Full Classification acc. to IEC 61400-12-1 for SoDAR AQ510 Wind Finder Vincent Camier, Managing Director, Ammonit Measurement GmbH Ammonit Company Profile German company, based in Berlin +25 years of know-how

More information

THE :1;TUDY OF :HZ- SEA S -: 4 -.,1E D Ti=k COLLCTEZ FROM OF BENGAL DURI:1'

THE :1;TUDY OF :HZ- SEA S -: 4 -.,1E D Ti=k COLLCTEZ FROM OF BENGAL DURI:1' THE :1;TUDY OF :HZ- SEA S -: 4 -.,1E D Ti=k COLLCTEZ FROM OF BENGAL DURI:1'71 1964-65 R. RAJENDRAN AND R. L. ROY CHOUDHURY Central institute of Fisheries Technology, Cochin-5 The wave data collected on

More information

July Interim Report. National Institute of Wind Energy (NIWE) Wind Resource Assessment & Offshore Unit Chennai, India.

July Interim Report. National Institute of Wind Energy (NIWE) Wind Resource Assessment & Offshore Unit Chennai, India. Interim Report (First Offshore Lidar wind data analysis) July 2018 Prepared by National Institute of Wind Energy (NIWE) Wind Resource Assessment & Offshore Unit Chennai, India. W I N D R E S O U R C E

More information

Modelling of offshore wind turbine wakes with the wind farm program FLaP

Modelling of offshore wind turbine wakes with the wind farm program FLaP Paper submitted to Wind Energy Modelling of offshore wind turbine wakes with the wind farm program FLaP by Bernhard Lange University of Oldenburg, Oldenburg, Germany Hans-Peter Waldl University of Oldenburg,

More information

Atomspheric Waves at the 500hPa Level

Atomspheric Waves at the 500hPa Level Atomspheric Waves at the 5hPa Level Justin Deal, Eswar Iyer, and Bryce Link ABSTRACT Our study observes and examines large scale motions of the atmosphere. More specifically it examines wave motions at

More information

WIND DATA REPORT. Vinalhaven

WIND DATA REPORT. Vinalhaven WIND DATA REPORT Vinalhaven January - December, 2003 Prepared for Fox Islands Electric Cooperative by Anthony L. Rogers May 12, 2004 Report template version 1.1 Renewable Energy Research Laboratory 160

More information

Wind Regimes 1. 1 Wind Regimes

Wind Regimes 1. 1 Wind Regimes Wind Regimes 1 1 Wind Regimes The proper design of a wind turbine for a site requires an accurate characterization of the wind at the site where it will operate. This requires an understanding of the sources

More information

Appendix E Cat Island Borrow Area Analysis

Appendix E Cat Island Borrow Area Analysis Appendix E Cat Island Borrow Area Analysis ERDC/CHL Letter Report 1 Cat Island Borrow Area Analysis Multiple borrow area configurations were considered for Cat Island restoration. Borrow area CI1 is located

More information

Kodiak, Alaska Site 1 Wind Resource Report

Kodiak, Alaska Site 1 Wind Resource Report Kodiak, Alaska Site 1 Wind Resource Report Report written by: Douglas Vaught, P.E., V3 Energy LLC, Eagle River, AK Date of report: March 16, 2007 Photo by Doug Vaught, V3 Energy LLC Summary Information

More information